573 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centro Brasileiro de Pesquisas FísicasBR8 papers
- Universidade de São PauloBR8 papers
- Universidade Federal do ABCBR5 papers
- Empresa de Pesquisa Agropecuária do Estado do Rio de JaneiroBR4 papers
- Instituto de Pesquisas Jardim Botânico do Rio de JaneiroBR3 papers
- Instituto de Física de São CarlosBR2 papers
- Universidade do Oeste PaulistaBR2 papers
- Universidade Federal de Mato Grosso do SulBR2 papers
- Universidade Federal de São CarlosBR2 papers
- University of NottinghamGB2 papers
- University of WaterlooCA2 papers
- Agricultural Research CorporationSD1 paper
3 papers · 1 filter
A Review on Deep Learning in UAV Remote Sensing
Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos +7
Deep Neural Networks (DNNs) learn representation from data with an impressive capability, and brought important breakthroughs for processing images, time-series, natural language,…
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery
Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves +11
In this paper, we propose a novel deep learning method based on a Convolutional Neural Network (CNN) that simultaneously detects and geolocates plantation-rows while counting its p…
Grape detection, segmentation and tracking using deep neural networks and three-dimensional association
Thiago T. Santos, Leonardo L. de Souza, Andreza A. dos Santos +1
Agricultural applications such as yield prediction, precision agriculture and automated harvesting need systems able to infer the crop state from low-cost sensing devices. Proximal…